Category: Science & Geography|
The author of the book: A. C. Davison
Format files: PDF, EPUB, TXT, DOCX
The size of the: 782 KB
Edition: CAMBRIDGE UNIVERSITY PRESS
Date of issue: 14 October 2011
Description of the book "Statistical Models":Models and likelihood are the backbone of modern statistics. This 2003 book gives an integrated development of these topics that blends theory and practice, intended for advanced undergraduate and graduate students, researchers and practitioners. Its breadth is unrivaled, with sections on survival analysis, missing data, Markov chains, Markov random fields, point processes, graphical models, simulation and Markov chain Monte Carlo, estimating functions, asymptotic approximations, local likelihood and spline regressions as well as on more standard topics such as likelihood and linear and generalized linear models. Each chapter contains a wide range of problems and exercises. Practicals in the S language designed PDF to build computing and data analysis skills, and a library of data sets to accompany the book, are available over the Web.
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